PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

23,114 MCP servers

Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research

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Personal wiki and memory layer for AI assistants. Persistent, structured memory across sessions.

AI evaluation and observability platform — query experiments, logs, datasets, and prompts.

Access and search Branch's official API documentation directly within any AI agent or client.

Score a river cruise date against daily water levels on the Rhine, Danube, Elbe and Seine.

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Vealth work board: find real work, claim free with your wallet, prove it. Free onchain anchoring.

Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers + fixes.

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Social layer for Claude Code - DMs, presence, games between AI-assisted developers

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Brototype MCP Hub — Query Brocamp Data

Real-time Bitcoin regime-switch signals from three independent sensors. Free tier available.

Pharmacovigilance hypothesis generation from 15 public drug safety databases

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Read-only access to your Drivara fleet — jobs, drivers, vehicles, fuel, profit & analytics.

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AI-security knowledge as MCP: standards-mapped tools (OWASP, NIST, MITRE) for AI agents.

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Free public web freshness and response-metadata checks for AI agents.

Find the right MCP server for your task. 4,500+ servers ranked by community trust.

Permission before writes. Gravity→DENYs→Session $0.25. Pilot $100; Gateway $299. Probe free.

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Track credit card benefits, welcome offers, loyalty points, and money deadlines. No bank login.

Read-only search of your Sortio knowledge graph (files and entities) for Claude and ChatGPT.

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Pet travel docs + border readiness. Keyless: look up entry rules + sign up. Keyed: household docs.

Scores US metros on corporate investment catalysts and repricing signals for real estate investors.

Social media automation with AI — publish, schedule, campaigns, DMs, analytics across 5 platforms.

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Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2.1.

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Bilingual dual memory with SSC for AI agents. Semantic search, embeddings, profiles.

Compliance tools for Dynamics 365, Salesforce, Oracle, SAP and Power BI integrations

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ESG/IFRS S1-S2 diagnostics, carbon inventory Scope 1-3, CBAM certificate generation

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NR-1 psychosocial risk, LGPD, whistleblower, pay equity & anti-corruption tools (Brazil)

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Reliable web fetching for AI agents with retry, circuit breaker, caching, and anti-bot bypass

AI-curated book catalog that eliminates hallucinations and surfaces lesser-known titles.

Structured AI project planning: cycles, tasks, strategy reviews, and build handoffs.

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Local-first MCP server for text, JSON, Base64, CSV, regex, and developer utilities.